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Swarm Intelligence and Machine Learning : Applications in Healthcare by Manish Gupta (editor), Jitendra Agrawal (editor), Dac-Nhuong Le (editor), Shikha Agarwal (editor) is a nonfiction available to read on EtoBox.
What is Swarm Intelligence and Machine Learning : Applications in Healthcare about?
Today the healthcare sector is facing challenges such as detecting the cause of ailments, disease prevention, high operating costs, availability of skilled technicians and infrastructure bottlenecks. Intelligent healthcare management technologies are needed to manage these challenges. Healthcare organizations also need to continuously discover useful and actionable knowledge to gain insight from tons of data being generated for saving lives, reducing medical errors, enhancing efficiency, reducing costs and making the whole world a healthy place. The book introduces techniques that developed using machine learning along with swarm intelligence in healthcare informatics. It also discusses one of the major applications of artificial intelligence: using machine learning to extract useful information from multimodal data optimally by using swarm intelligence. It reviews optimization methods that help to minimize the error in developing patterns and classifications, which further helps improve prediction and decision-making. The objective of this book is to use swarm intelligence and machine learning techniques for various medical issues such as diagnosing cancer, brain tumor, diabetic r
Who reads Swarm Intelligence and Machine Learning : Applications in Healthcare?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Manish Gupta (editor), Jitendra Agrawal (editor), Dac-Nhuong Le (editor), Shikha Agarwal (editor)
- Publisher
- CRC Press
- Published
- 2022
- Language
- EN
- ISBN
- 9781032145822
- Category
- nonfiction
- Subjects
- Engineering, Mathematics, Science
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